You'd be surprised how many venture-backed robotics startups are keeping this quiet: the cutting-edge breakthroughs everyone's hyping? A lot of them actually run on a single 4090 GPU. The gap between the marketing narrative and what's actually happening in the labs is bigger than most realize. These firms have mastered the art of making incremental progress sound revolutionary, but the hardware reality tells a different story.